How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

This dataset contains experimental results from my PhD research on plant root-soil–mucilage interactions and their effect on penetration resistance. It includes raw rheometer measurements, processed penetration resistance curves, and energy calculations for different soils, water contents, mucilage types, and needle geometries. Analysis files provide final plots, energy summaries, and statistical evaluations (t-tests/ANOVA). R code used for significance testing and Python code for cavity expansion modelling (Chapter 3 only) are included. The dataset is organized by chapter to enable full reproducibility of all figures, calculations, and interpretations presented in the thesis.

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151 to 160 of 389 Results

Kalden_15%WC_NE_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 331d65b309d3142702de80b231ff756f02d900b936789b611768d834b092d1b5
Kalden_15%WC_NE_Trail2.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 7723b3325c0ced67c0db75ee108a9a9c347cb712c705448d1333b77065fff7c5
Kalden_15%WC_NE_Trail3.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 48f91f212d401b13e963ac2262a0189470d3754e52e2099ae56201a5efb44e4b
Kalden_18%WC_0_1%Chia_Fric_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 30.9 KB - SHA-256: f256326d2be01c411115690bc3d7b794bd39ca2beff229be713c993b6fdb2b3d
Kalden_18%WC_0_1%Chia_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.3 KB - SHA-256: e8776b07831355c7e4408f73d3bf85a4c2ee7315f1628c2da9a77bac34343923
Kalden_18%WC_0_1%Chia_Trail2.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 42509cb0276e99f4ab39741917b9a1cb8ac2e2c4cf38450b5666e13cb43ad756
Kalden_18%WC_0_1%Chia_Trail3.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 9211602bc2fb184897030343064b71cbb2dcd3884146fef6564cdda65f3d6cec
Kalden_18%WC_0_1%Flax_Trail1.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: b80e1ce6a5657a4318d1813dda7d4724593cb5633a5ee1627adf0ebd2c4ab569
Kalden_18%WC_0_1%Flax_Trail2.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 08440ffbfe166d13da10afcc5097fe963ee3da2db9b931a593fd8c338c4c37cf
Kalden_18%WC_0_1%Flax_Trail3.txt Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth? Plain Text - 29.1 KB - SHA-256: 0ece0443fc4680167bec47dfbc8c26c96373f9039a8958d0f1da1334bd3c100d

Kalden_15%WC_NE_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 331d65b309d3142702de80b231ff756f02d900b936789b611768d834b092d1b5

Kalden_15%WC_NE_Trail2.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 7723b3325c0ced67c0db75ee108a9a9c347cb712c705448d1333b77065fff7c5

Kalden_15%WC_NE_Trail3.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 48f91f212d401b13e963ac2262a0189470d3754e52e2099ae56201a5efb44e4b

Kalden_18%WC_0_1%Chia_Fric_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 30.9 KB - SHA-256: f256326d2be01c411115690bc3d7b794bd39ca2beff229be713c993b6fdb2b3d

Kalden_18%WC_0_1%Chia_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.3 KB - SHA-256: e8776b07831355c7e4408f73d3bf85a4c2ee7315f1628c2da9a77bac34343923

Kalden_18%WC_0_1%Chia_Trail2.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 42509cb0276e99f4ab39741917b9a1cb8ac2e2c4cf38450b5666e13cb43ad756

Kalden_18%WC_0_1%Chia_Trail3.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 9211602bc2fb184897030343064b71cbb2dcd3884146fef6564cdda65f3d6cec

Kalden_18%WC_0_1%Flax_Trail1.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: b80e1ce6a5657a4318d1813dda7d4724593cb5633a5ee1627adf0ebd2c4ab569

Kalden_18%WC_0_1%Flax_Trail2.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 08440ffbfe166d13da10afcc5097fe963ee3da2db9b931a593fd8c338c4c37cf

Kalden_18%WC_0_1%Flax_Trail3.txt

Dec 2, 2025 - How do soil mechanical properties, root tip geometry, soil texture, and root exudate (mucilage) affect penetration resistance to root growth?

Plain Text - 29.1 KB - SHA-256: 0ece0443fc4680167bec47dfbc8c26c96373f9039a8958d0f1da1334bd3c100d

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